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feat(interval): add feedback-guided search policy - #9234

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kim-em merged 8 commits into
mainfrom
agent/interval-adaptive-policy
Aug 16, 2026
Merged

feat(interval): add feedback-guided search policy#9234
kim-em merged 8 commits into
mainfrom
agent/interval-adaptive-policy

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@kim-em

@kim-em kim-em commented Aug 11, 2026

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Summary

  • learn contractor productivity from engine-authenticated fact improvements and deterministic logical work
  • give untried actions an optimism bonus, decay repeated fixed points, and retain an explicit finite-frontier fairness tier
  • retain deterministic bounded MRU observations keyed by stable action sites and authenticated snapshots
  • keep scoring independent of proof evidence, fact meaning, operation names, and package keys
  • exercise synthetic and live arbitrary-function choices

Trust boundary

Policy scores select already-authenticated work only. Engine admission and ordinary kernel proof replay remain unchanged. No native_decide, axioms, or sorries.

Checks

  • focused adaptive/staged-policy, exact-branch, subtraction, nested-branch, and complete LogTables conformance build
  • trust surface, factor freshness, PNT source inventory, diff, and banned-proof checks

@kim-em
kim-em force-pushed the agent/interval-adaptive-policy branch from d1789eb to d927928 Compare August 11, 2026 19:58
@kim-em
kim-em force-pushed the agent/interval-adaptive-policy branch from d927928 to 1d73855 Compare August 11, 2026 20:07
@kim-em
kim-em force-pushed the agent/interval-exact-branch-canary branch from dbcd13e to 921d08c Compare August 16, 2026 00:13
@kim-em
kim-em changed the base branch from agent/interval-exact-branch-canary to main August 16, 2026 00:38
@kim-em
kim-em force-pushed the agent/interval-adaptive-policy branch from 1d73855 to 4f1b51f Compare August 16, 2026 00:38
@kim-em
kim-em marked this pull request as ready for review August 16, 2026 00:38
@kim-em
kim-em enabled auto-merge August 16, 2026 00:47
@kim-em
kim-em merged commit e82e309 into main Aug 16, 2026
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